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regularized horseshoe
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@avehtari
avehtari committed Jan 12, 2018
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9 changes: 7 additions & 2 deletions README.md
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Expand Up @@ -4,7 +4,8 @@ Example notebooks in R using [rstanarm](https://cran.r-project.org/package=rstan

### Outline

[Slides](modelselection_tutorial_slides.pdf)
* [Model selection tutorial slides](modelselection_tutorial_slides.pdf)
* [Regularized Horseshoe slides](regularizedhorseshoe_slides.pdf)

* Basics of predictive performance estimation
* When cross-validation is not needed
Expand All @@ -17,4 +18,8 @@ Example notebooks in R using [rstanarm](https://cran.r-project.org/package=rstan
* When cross-validation is not enough
* large number of models - [diabetes](https://rawgit.com/avehtari/modelselection_tutorial/master/diabetes.html)
* loo 2.0 (coming soon)
* [projpred](https://github.com/stan-dev/projpred)
* Projection predictive model selection
* [colinear](https://rawgit.com/avehtari/modelselection_tutorial/master/colinear.html)
* [diabetes](https://rawgit.com/avehtari/modelselection_tutorial/master/diabetes.html)
* [projpred](https://github.com/stan-dev/projpred)

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